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  • Andreas Holzinger
2014

On Terrain Coverage Optimization by Using a Network Approach for universal Graph-based Data Mining and Knowledge Discovery

Preuss, M., Dehmer, M., Pickl, S. & Holzinger, A., 2014, BIH 2014 Lecture Notes in Artificial Intelligence LNAI 8609. 1 ed. Heidelberg, Berlin: Springer, p. 564-573

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File

Multi-touch Graph-Based Interaction for Knowledge Discovery on Mobile Devices: State-of-the-Art and Future Challenges

Holzinger, A., Ofner, B. & Dehmer, M., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401. 1 ed. Heidelberg, Berlin: Springer, p. 241-254

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File

Big Complex Biomedical Data: Towards a Taxonomy of Data

Holzinger, A., Stocker, C. & Dehmer, M., 2014, Communications in Computer and Information Science Springer CCIS 455. 1 ed. Heidelberg, Berlin: Springer, p. 3-18

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2013

Quality-based knowledge discovery from medical text on the Web Example of computational methods in Web intelligence

Holzinger, A., Yildirim, P., Geier, M. & Simonic, K-M., 2013, Advanced Techniques in Web Intelligence - Quality-based Information Retrieval (Lecture Notes in Artificial Intelligence, LNAI). 1 ed. Heidelberg, Berlin, London, New York: Springer, p. 145-158 (Springer Lecture Notes in Artificial Intelligence - LNAI).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2016

Mathematical Notations for Course LV 185.A83 Machine Learning for Health Informatics

Holzinger, A., 7 Jul 2016, 8 p.

Research output: Other contributionLecture notes

Open Access
File
2014

On Patient’s Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning

Babic, F., Majnaric, L., Lukacova, A., Paralic, J. & Holzinger, A., 2014, Information Technology in Bio- and Medical Informatics. 1 ed. Heidelberg, Berlin: Springer, p. 118-132

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2013

On Graph Entropy Measures for Knowledge Discovery from Publication Network Data

Holzinger, A., Ofner, B., Stocker, C., Calero Valdez, A., Schaar, A-K., Ziefle, M. & Dehmer, M., 2013, Multidisciplinary Research and Practice for Information Systems. 1 ed. Heidelberg, Berlin, New York: Springer, p. 354-362

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2016

Knowledge Discovery from Complex High Dimensional Data

Lee, S. & Holzinger, A., 10 Jul 2016, Solving Large Scale Learning Tasks. Challenges and Algorithms: Springer Lecture Notes in Artificial Intelligence LNAI 9580. Michaelis, S., Piatkowski, N. & Stolpe, M. (eds.). Heidelberg, Berlin, New York: Springer International, p. 148 167 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2017

Machine Learning Notation Tutorial

Holzinger, A., 16 Jan 2017

Research output: Other contributionLecture notes

2012

On the development of smart adaptive user interfaces for mobile e-Business applications: Towards enhancing User Experience – some lessons learned

Holzinger, A., Geier, MI. & Germanakos, P., 2012, DCNET/ICE-B/OPTICS 2012. ., p. 205-214

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2014
Open Access

Towards a Low-Cost Mobile Subcutaneous Vein Detection Solution Using Near-Infrared Spectroscopy

Juric, S., Vojko, F., Debevc, M., Holzinger, A. & Zalik, B., 2014, In : The Scientific World Journal . ID 365902, 2014, p. 1-15

Research output: Contribution to journalArticle

2013

On the Prediction of Clusters for Adverse Reactions and Allergies on Antibiotics for Children to Improve Biomedical Decision Making

Yildirim, P., Majnaric, L., Ekmekci, O. I. & Holzinger, A., 2013, Availability, Reliability, and Security in Information Systems and HCI, Lecture Notes in Computer Science LNCS 8127. 1 ed. Heidelberg, Berlin, New York: Springer, p. 431-445

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2014

Biomedical Informatics: Discovering Knowledge in Big Data

Holzinger, A., 2014, 1 ed. Heidelberg, New York, Dordrecht, London: Springer.

Research output: Book/ReportBook

Open Access
File
2013

On the usage of health records for the design of virtual patients: a systematic review

Bloice, M. D., Simonic, K-M. & Holzinger, A., 2013, In : BMC Medical Informatics and Decision Making. 13, 103, p. 1-8

Research output: Contribution to journalArticle

2014

Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining

Holzinger, K., Palade, V., Rabadan, R. & Holzinger, A., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics: State-of-the-Art and Future Challenges. Lecture Notes in Computer Science LNCS 8401. 1 ed. Heidelberg, Berlin: Springer, Vol. 8401. p. 35-56

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2011

Information Quality in e-Health

Holzinger, A. (ed.) & Simonic, K-M. (ed.), 2011, 1 ed. Heidelberg, Berlin, London, New York: Springer. (Lecture Notes in Computer Science LNCS)

Research output: Book/ReportBook

Open Access
File

Design einer mobilen Anwendung für das stationäre Glukosemanagement

Höll, B., Spat, S., Plank, J., Schaupp, L., Neubauer, K., Beck, P., Pieber, T. & Holzinger, A., 2011, eHealth. ., p. 151-157

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

On Graph Extraction from Image Data

Holzinger, A., Malle, B. & Giuliani, N., 2014, Brain Informatics and Health, BIH 2014, Lecture Notes in Artificial Intelligence LNAI 8609. 1 ed. Heidelberg, Berlin: Springer, p. 552-563

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File

Protecting Anonymity in Data-Driven Biomedical Science

Kieseberg, P., Hobel, H., Schrittwieser, S., Weippl, E. & Holzinger, A., 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, Lecture Notes in Computer Science, LNCS 8401. 1 ed. Heidelberg, Berlin: Springer, p. 301-316

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File

Extravaganza Tutorial on Hot Ideas for Interactive Knowledge Discovery and Data Mining in Biomedical Informatics

Holzinger, A., 2014, Brain Informatics and Health, BIH 2014, Lecture Notes in Artificial Intelligence LNAI 8609. 1 ed. Heidelberg, Berlin: Springer, p. 502-515

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2018

Explainable AI (ex-AI)

Holzinger, A., 26 May 2018, In : Informatik-Spektrum. 41, 2, p. 138-143

Research output: Contribution to journalArticle

Open Access
2011

Design of a mobile, safety-critical in-hospital Glucose Management System

Höll, B., Spat, S., Plank, J., Schaupp, L., Neubauer, K., Beck, P., Chiarugi, F., Kontogiannis, V., Pieber, T. & Holzinger, A., 2011, (Accepted/In press) Proceedings of Medical Informatics Europe (MIE 2011). .

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

Availability, Reliability, and Security in Information Systems: IFIP WG 8.4, 8.9, TC 5 International Cross-Domain Conference, CD-ARES 2016 and Workshop on Privacy Aware Machine Learning for Health Data Science, PAML 2016, Proceedings

Buccafurri, F. (ed.), Holzinger, A. (ed.), Kieseberg, P. (ed.), Tjoa, A. M. (ed.) & Weippl, E. (ed.), 2016, Heidelberg, Berlin: Springer. 300 p. (Lecture Notes in Computer Science; vol. 9817)

Research output: Book/ReportBook

2014
Open Access
2017

Interactive Anonymization for Privacy aware Machine Learning

Malle, B., Kieseberg, P. & Holzinger, A., 2017, p. 15. 26 p.

Research output: Contribution to conferencePaper

File
2015

Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Fuzzy Image Processing

Rahim, S. S., Palade, V., Jayne, C., Holzinger, A. & Shuttleworth, J., 2015, Brain Informatics and Health, Lecture Notes in Artificial Intelligence LNAI. Guo, Y., Friston, K., Faisal, A. A., Hill, S. & Peng, H. (eds.). 1 ed. Cham, Heidelberg, New York, Dordrecht, London: Springer International, Vol. 9250. p. 379-388 (Lecture Notes in Artificial Intelligence; vol. 9250).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2011

Interactive Visualization for Information Analysis in Medical Diagnosis

Wong, W., Xu, K. & Holzinger, A., 2011, Information Quality in e-Health: 7th Conference of the Workgroup Human-Computer Interaction and Usability Engineering of the Austrian Computer ... / Programming and Software Engineering). 1 ed. Heidelberg, Berlin, New York: Springer, Vol. 7058. p. 109-120 (Springer Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2014

From Computer Innovation to Human Integration: Current Trends and Challenges for Pervasive HealthTechnologies

Holzinger, A., Röcker, C. & Ziefle, M., 2014, Pervasive Health, Human-Computer Interaction. 1 ed. London: Springer, p. 1-17

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2011

Using Patient Records to Teach Medical Students

Bloice, M. D., Simonic, K-M. & Holzinger, A., 2011.

Research output: Contribution to conferencePoster

Archaeological Scavenger Hunt on Mobile Devices: From e-Education to E-Business - A triple adaptive mobile application for supporting Experts, Tourists and Children

Holzinger, K., Lehner, M., Fassold, M. & Holzinger, A., 2011, ICETE 2011 8th International Joint Conference on e-Business and Telecommunications. Setubal: SciTec, p. 131-136

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File

B.87 Social Inclusion in AAL Environments: Home Automation and Convenience Services for Elderly Users

Röcker, C., Ziefle, M. & Holzinger, A., 2011, Proceedings of the International Conference on Artificial Intelligence (ICAI 2011). 1 ed. New York: CSERA Press, p. 55-59

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2012

Mobile Anwendungen für Medizin und Gesundheit

Novak, J., Ziegler, J., Hoppe, U., Holzinger, A., Heintze, C. & Böckle, M., 2012, Gesellschaft für Informatik Mensch & Computer 2012. 1 ed. ., p. 227-230

Research output: Chapter in Book/Report/Conference proceedingChapter

Online and Offline Determination of QT and PR Interval and QRS Duration in Electrocardiography

Bachler, M., Mayer, C., Hametner, B., Wassertheurer, S. & Holzinger, A., 2012, ICPCA-SWS 2012, Springer Lecture Notes in Computer Science, LNCS 7719. 1 ed. Heidelberg, Berlin, New York: Springer, p. 1-15

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2011

B.79 Development of an Interactive Application for Learning Medical Procedures and Clinical Decision Making

Bloice, M. D., Simonic, K-M., Kreuzthaler, M. & Holzinger, A., 2011, Information Quality in e-Health Springer Lecture Notes in Computer Science LNCS 7058. 1 ed. Heidelberg, Dordrecht, London, New York: Springer, Vol. 7058. p. 211-224 (Springer Lecture Notes in Computer Science (LNCS)).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2014

Lecture 5 Semi-structured, weakly structured and unstructured data

Holzinger, A., 2014, Biomedical Informatics: Discovering Knowledge in Big Data. 1 ed. Heidelberg, New York, Dordrecht, London: Springer, p. 219-268

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2016

Trust for the Doctor-in-the-Loop

Kieseberg, P., Weippl, E. & Holzinger, A., 2016, In : ERCIM news. 104, 1, p. 32-33

Research output: Contribution to journalArticle

Open Access
File
2014
Open Access
2011

Successful Management of Research & Development

Holzinger, A., 2011, 1 ed. Norderstedt: BoD.

Research output: Book/ReportBook

Open Access
File
2016

Information Technology in Bio- and Medical Informatics Springer Lecture Notes in Computer Science LNCS 9832

Renda, M. E. (ed.), Bursa, M. (ed.), Holzinger, A. (ed.) & Khuri, S. (ed.), 2 Sep 2016, Cham (Switzerland): Springer.

Research output: Book/ReportBook

Open Access
File
2014

Personalized Medicine by Means of Complex Networks – a Big Data Challenge

Dehmer, M., Holzinger, A. & Emmert-Streib, F., 2014, Big Data und Datenschutz – Gegenseitige Herausforderungen. 1 ed. Zürich, Basel, Genf: Schulthess Juristische Medien AG, p. 37-44

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2011

Informatics as Semiotics Engineering: Lessons learned from Design, Development and Evaluation of Ambient Assisted Living Applications for Elderly People

Holzinger, A., Searle, G., Auinger, A. & Ziefle, M., 2011, Universal Access in Human-Computer Interaction. Context Diversity, Part III, HCII 2011, Lecture Notes in Computer Science, LNCS 6767. 1 ed. Heidelberg, Berlin, London, New York: Springer, Vol. 6767. p. 183-192 (Springer Lecture Notes in Computer Science (LNCS)).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File

B.77 Ubiquitous Computing for Augmenting the Learning Experience within an Urban Archaeological Tour in the City of Graz by use of an ArcheoApp for the iPhone

Holzinger, K., Lehner, M., Fassold, M. & Holzinger, A., 2011, Proceedings of the 15th International Conference on Cultural Heritage and New Technologies. 1 ed. Vienna: Museen der Stadt Wien - Stadtarchäologie Wien, p. 348-356

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2012

On Applying Approximate Entropy to ECG Signals for Knowledge Discovery on the Example of Big Sensor Data

Holzinger, A., Stocker, C., Bruschi, M., Auinger, A., Silva, H. & Fred, A., 2012, Active Media Technologies, Springer Lecture Notes in Computer Science, LNCS 7669. 1 ed. Heidelberg, Berlin: Springer, Vol. 7669. p. 646-657 (Springer Lecture Notes in Computer Science, LNCS).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2016

Machine Learning for Health Informatics

Holzinger, A., 22 Dec 2016, Machine Learning for Health Informatics: State-of-the-Art and Future Challenges, Lecture Notes in Artificial Intelligence LNAI 9605. Holzinger, A. (ed.). Cham: Springer International, p. 1-24 (Lecture Notes in Artificial Intelligence; vol. 9605).

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2015

State-of-the-Art and Future Challenges in the Integration of Biobank Catalogues

Müller, H., Reihs, R., Zatloukal, K., Jeanquartier, F., Merino Martinez, R., Enckevort, D., Swertz, M. & Holzinger, A., 2015, Smart Health: State-of-the-Art and Beyond, Springer Lecture Notes in Computer Science LNCS 8700. 1 ed. Cham, Heidelberg, New York, Dordrecht, London: Springer International, p. 261-273

Research output: Chapter in Book/Report/Conference proceedingChapter

Open Access
File
2011

Mobile information retrieval in medicine: A semantic approach

Kreuzthaler, M., Bloice, M. D., Faulstich, L., Simonic, K-M. & Holzinger, A., 2011, 23rd International Conference of the European Federation for Medical Informatics User Centred Networked Health Care - A. Moen et al. (Eds.) MIE 2011 / CD / Short Communications. ., p. 272-274

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2012

A Mobile Information System für Improved Navigation in Public Transport

Peischl, B., Ziefle, M. & Holzinger, A., 2012.

Research output: Contribution to conferencePoster

Open Access
File

B.91 An Answer to “Who needs a stylus?” On Handwriting Recognition on Mobile Devices

Holzinger, A., Searle, G., Peischl, B. & Debevc, M., 2012, e-Business and Telecommunications CCIS 314. 1 ed. Heidelberg, Berlin, London, New York: Springer, p. 156-167

Research output: Chapter in Book/Report/Conference proceedingChapter